Evidence map›Paper›PMID 40695990›Full record

ArticleScientific reports2025

Psychological mechanism of character strengths and psychological stress affecting the athletic performance in swimmers.

Ze Wang, Jirong Wang, Jian Ma, Tianyi Chen, Haoxuan Yang, Jiahui Liu, Mo Sha, Jizhao Li, Lin Zhang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Ze WangSchool of Police Law Enforcement Abilities Training, People's Public Security University of China, Beijing, China.
Jirong WangSchool of Police Law Enforcement Abilities Training, People's Public Security University of China, Beijing, China.
Jian MaCollege of P.E and Sports, Beijing Normal University, Beijing, China.
Tianyi ChenCollege of P.E and Sports, Beijing Normal University, Beijing, China.
Haoxuan YangNewcastle Business School, Newcastle University, Newcastle, UK.
Jiahui LiuPhysical Education Department Baoding University, Baoding, Hebei, China.
Mo ShaDepartment of Physical Education, Communication University of China, Beijing, China.
Jizhao LiSchool of Martial Art and Traditional Chinese Sport, Beijing Sport University, Beijing, China.
Lin ZhangDepartment of Rehabilitation, West China Hospital Sichuan University Jintang Hospital, Jintang First People's Hospital, Chengdu, China. zl17361067432@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigated the effects of swimmers' character strengths (CS) on athletic performance and examined multiple mediating effects of psychological stress (PS), future self-continuity (FSC), and self-efficacy (SE) to reveal how psychological traits influence performance. Professional swimmers (n = 603, M = 374, F = 229, age = 18.07 ± 3.43) were assessed using the Future Self Continuity Scale, Chinese Virtues Questionnaire, General Self-Efficacy Scale, and Athlete Stress Evaluation Scale. Pearson tests and Structural Equation Modeling (SEM) examined correlations and mediation. Athlete level correlated positively with CS, SE, FSC dimensions (affinity, vitality, willpower) and challenge appraisal, and negatively with threat and injury appraisal. Athletic performance was positively associated with CS, FSC, SE, and challenge appraisal (r = 0.024-0.562, p < 0.05) and negatively with threat and injury appraisal (r = -0.501 to -0.036, p < 0.01). Mediation analysis revealed six pathways: affinity influenced performance via SE (indirect effect = 0.030, direct effect = 0.070, proportion = 29.99%), vitality via SE (0.033, 0.073, 31.03%), willpower via SE (0.034, 0.096, 25.90%), challenge appraisal via FSC (0.027, 0.090, 23.31%), threat appraisal via FSC (-0.014, -0.063, 18.71%), and injury appraisal via FSC (-0.022, -0.078, 22.14%). Affinity, vitality, and willpower increase with performance. CS positively predicts performance. PS predicts performance bidirectionally. SE and FSC mediate effects between CS, PS, and performance.

Indexed as

AthletesAthletic PerformanceStress, PsychologicalSwimmingAdolescentAdultFemaleHumansMaleSelf EfficacySurveys and QuestionnairesYoung AdultCharacter strengthsFuture self-continuityParallel multiple mediationPsychological stressSelf-efficacyswimmer

Identifiers

PMID40695990
PMCPMC12284134

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.